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Investigating sources and sinks for ammonia exchanges
between the atmosphere and a wheat canopy following
slurry application with trailing hose
Erwan Personne, F. Tardy, Sophie Génermont, Celine Decuq, Jean Christophe
Gueudet, Nicolas Mascher, Brigitte Durand, Sylvie Masson, Michel Lauransot,
Christophe Flechard, et al.
To cite this version:
Erwan Personne, F. Tardy, Sophie Génermont, Celine Decuq, Jean Christophe Gueudet, et al..
In-vestigating sources and sinks for ammonia exchanges between the atmosphere and a wheat canopy
following slurry application with trailing hose. Agricultural and Forest Meteorology, Elsevier Masson,
2015, 207, pp.11-23. �10.1016/j.agrformet.2015.03.002�. �hal-01151921�
ContentslistsavailableatScienceDirect
Agricultural
and
Forest
Meteorology
jo u rn al h om ep a g e :w w w . e l s e v i e r . c o m / l o c a t e / a g r f o r m e t
Investigating
sources
and
sinks
for
ammonia
exchanges
between
the
atmosphere
and
a
wheat
canopy
following
slurry
application
with
trailing
hose
Erwan
Personne
a,∗,
Florence
Tardy
b,
Sophie
Génermont
a,
Céline
Decuq
a,
Jean-Christophe
Gueudet
a,
Nicolas
Mascher
a,
Brigitte
Durand
a,
Sylvie
Masson
a,
Michel
Lauransot
a,
Christophe
Fléchard
c,
Jürgen
Burkhardt
d,
Benjamin
Loubet
baUMR1091EnvironnementetGrandesCultures,INRA-AgroParisTech,78850Thiverval-Grignon,France
bUR26Systèmesdecultureàbasedebananiers,ananasetplantains,CIRAD,StationdeNeufchâteau,SainteMarie,97130Capesterre-Belle-Eau,
GuadeloupeFWI,France
cUMR1069,SAS,INRA-AgroCampusOuest,65RuedeSaint-Brieux,35042Rennes,France
dUniversityofBonn,InstituteofCropScienceandResourceConservation,PlantNutritionGroup,Karlrobert-Kreiten-Str.13,53129Bonn,Germany
a
r
t
i
c
l
e
i
n
f
o
Articlehistory:
Received24September2014 Receivedinrevisedform 19December2014 Accepted5March2015 Keywords: Biosphere-atmosphereexchanges Compensationpoint Reactivenitrogen Model Fertilizerapplication Field Wheat
a
b
s
t
r
a
c
t
Ammoniaexchangesbetweentheatmosphereandterrestrialecosystemsarecomposedofseveral path-waysincludingexchangewiththesoil,thelitter,theplantsurfaces(cuticle)andthroughthestomata. Inthisstudy,thefateofnitrogeninthedifferentpools(soilandplant)wasanalyzedwiththeaimof determiningthesourcesandsinkofatmosphericammoniaafterslurryapplicationonawheatcanopy. Todothis,wemeasuredammoniaexchangesbetweenawinterwheatcanopyandtheatmosphere fol-lowingcattleslurryapplicationwithatrailinghose.From12Marchto8AprilinGrignonnearParis, France,theammoniafluxesrangedfromanemissionpeakof54,300NH3ngm−2s−1onthedayofslurry
application(withamedianduringthefirst24hof5990NH3ngm−2s−1)toadepositionfluxof−600NH3
ngm−2s−1(withamedianduringthelastperiodof−16NH3ngm−2s−1).Theammoniacompensation
pointswereevaluatedforapoplasm,foliarbulk,rootbulkandlitterbulktissue,aswellasforsoilsurface. Ammoniaemissionpotentialsdefinedbytheratiosbetweentheconcentrationin[NH4+]and[H+]foreach
Necosystempoolwereinthesameorderofmagnitudefortheplantdecomposedinapoplasticliquid, greenleafbulktissueandcuticle,respectively,averagingat73,160and120;ingreenleafbulktissues, theemissionpotentialdecreasedgraduallyfrom230to78duringtheperiodafterslurryapplication, whileinthedeadleafbulktissuesconsideredaslitter,theemissionpotentialreachedamaximumof 50,200afterapplicationstabilizedataround20000.Thedynamicoftheemissionpotentialforrootswas similartotheammoniumconcentrationinthefirsttwocentimetersofthesoil,withamaximumof820 reachedtwodaysafterapplicationandaminimumof44reachedthreeweekslater.Thesurfatm-NH3
modelinterpretedtheemissionanddepositionfluxesbytestingsoilsurfaceresistance.Weconclude thatemissionofthefirstdayapplicationwasdrivenbyclimaticconditionsandammoniaconcentration atthesoilsurface,withnosurfaceresistanceandwithonlysoilsurfaceemissionpotential.Onthenext threedays,theammoniaemissionoriginatedfromthesoilsurfacewiththegrowthofadrysurfacelayer inducingsurfaceresistanceandregulatedbyslurryinfiltration.Thefollowingdaysneedamoredetailed descriptionofsoilsurfaceprocessesandtheintegrationofvegetationexchanges(stomatalandcuticle pathways),particularlyinthelastperiod,inordertoexplaintheammoniadeposition.
©2015Z.PublishedbyElsevierB.V.ThisisanopenaccessarticleundertheCCBY-NC-NDlicense (http://creativecommons.org/licenses/by-nc-nd/4.0/).
1. Introduction
Since the discovery of the “Haber-Bosch process” (Howard
andRees,1996),syntheticfertilizerproductionhasincreasedthe
∗ Correspondingauthor.Tel.:+33130815570;fax:+33130815563. E-mailaddress:erwan.personne@agroparistech.fr(E.Personne).
quantityofreactivenitrogen(Nr)dispersedintheenvironment, leadingtoaseriesofimpacts,labelledcollectivelyasthenitrogen cascade(Gallowayetal.,2008).Reactivenitrogenaccumulationin theenvironmentiscontributingtotheacidificationand eutrophica-tionofecosystemsandtheimpactionofairqualityandgreenhouse gasbalance(Suttonet al.,2011).One ofthemostmobile reac-tivenitrogencompoundsisammonia(NH3)anditsmobileionic
formammonium(NH4+)whichismainlyemittedbyagriculture http://dx.doi.org/10.1016/j.agrformet.2015.03.002
andespecially livestockfarming (Hertelet al.,2012;Webb and
Misselbrook,2004).Cultivatedfields,especiallyafterlandspread
manure,alsoemitammonia(Sommeretal.,2003).Croplandscan howeverbeasourceorasinkofammonia,dependingonthe dif-ferencebetweentheconcentrationaboveandwithinthecanopy
(Spirig et al., 2010; Sutton et al., 1993b). The NH3 exchanges
betweentheatmosphereandterrestrialecosystemsarecomposed ofseveralpathwaysincludingexchangewiththesoil,thelitter,the plantsurfaces(cuticles)andthroughthestomata(Massadetal.,
2010;Nemitzetal.,2004;Suttonetal.,2009).Theseexchanges
alwaysincludeequilibrium processes betweenthegaseous and theaqueousphase(theHenryequilibrium),andacid-base equi-libriumeitherintheapoplast(Massadetal.,2008),inthewater layeronthecuticles(Burkhardtetal.,2009;Flechardetal.,1999)
orinthesoil(Genermontand Cellier,1997).Foreach
compart-mentinvolved,acompensationpointcanbedefined(soil,litter, apoplast,andcuticle).Severalfactorsregulatestomatalfluxessuch asplantmetabolism,developmentstage,nitrogenstatusand cli-maticconditions(Massadetal.,2008).Factorsimpactingdeposition oncuticlesarethepresenceofliquidwateronthecuticleandthe pHofthiswater,whichisitselfdependentontheacidandbasic compoundsin thiswaterlayer(Burkhardtetal.,2009;Flechard
etal.,2011).
Because of its complexity, the NH3 exchange between
ter-restrial ecosystems and the atmosphere is still not very well parametrizedinmodels,despiterecentadvancestowardsgeneral schemes(Flechardetal.,2013;Massadetal.,2010). Comprehen-sivedatasetsincludingNH3fluxesaswellasNHxcontentofeach
compartmentoftheecosystemsarerequiredtoimproveour quali-tativeunderstandingandprovideparametrizationfortheammonia exchange models.This is especially true for bi-directionalNH3
exchangesovercropswhichhaverarelybeenstudiedafter fertil-izerapplication(Bashetal.,2010;Cooteretal.,2010;Loubetetal.,
2012;Walkeretal.,2012).MeasurementsofNH3emissionsusing
up-to-datemethodsoverlargefieldsarealsorequiredtovalidate NH3emissionfactorsastherearedoubtsaboutearlyworkonNH3
emissionsusingsmallfields(Sintermannetal.,2012).
Inordertoproperlyunderstandtheammoniaexchangeswith theatmosphere,weanalyzedthefateofthenitrogeninthe dif-ferentpools(soilandplant)withtheobjectiveofdeterminingthe sourcesandsinkofatmosphericammoniaafterslurryapplication onawheatcanopy.Thefocuswasontheevolutionofthe concen-trationsofthedifferentformsofnitrogenforthecompartments potentiallyinvolvedbythisslurryapplication(soilandplant)andso investigatingtheoriginofthekeyexchangeswiththeatmosphere. TheexperimenttookplacenearParisduringthestem elonga-tiondevelopmentstage.ApartfromNH3fluxesandconcentrations,
theNHxandNO3−contentweremeasuredinmostcompartments
atseveraldates.Chemicalcompoundsonthecuticleswerealso extractedandanalyzed.TheSurfatm-NH3model(Personneetal.,
2009)wasusedtointerprettheobservations.Finally,thelocation, magnitudeandtemporalpatternofthesourcesandsinksofNH3in
thecanopyarediscussed.
2. Materialsandmethods
2.1. Fieldsite
TheexperimentationtookplaceattheGrignonsite (NitroEu-ropeIPfieldsiteFR-Gri48◦51N,1◦58E)about30kmwestofParis, France,from12Marchto5April2012.Thefieldwasa19ha win-terwheatcrop(Triticumaestivumcv.Premio),locatedonaplateau witha gentleslopeof 1%,sownon20 October2011ata theo-reticaldensityof230seedsperm2(measured126±23).Thesoil
typewasaluvisol(loamyclay:25%clay,70%siltand 5%sand).
The mean annual precipitation and temperature were 700mm and11.5◦C,respectively.Thefieldwassurroundedbyother agri-culturalfieldsanda livestockfarmapproximately500mtothe south–west(220–240degwinddirectionsector).Twokilometres furtherinthesamedirectionwasawasteincinerationplant.During theexperimentation,themainwinddirectionswerenorth–westto south-west.
Thefieldwasmanagedwithamaize/winterwheat/winter bar-ley/ortriticale,mustardorPhaceliarotation.Thepreviouscropwas maizewhichwasharvestedon6September2011andstalksleft onthegroundpriortoreducedtillageandwheatseedlingon17 September2011.Thisfieldhasbeenmanagedwithreducedtillage since2000.
Thefield wasfertilizedon13 March2012withcattleslurry usingatrailinghosesystematatargetrateof120kgNha−1.On 23March,agrowthreducer,chlormequatchloride (2-chloroethyl-trimethyl-ammoniumchloride,C5H13Cl2N)wasappliedatarateof
0.92kgha−1,whichcorrespondstoa90gNha−1and413gClha−1. Soil,plantsandslurryweresampledonthree10×10m sam-plingplotsbeforeandafterfertilization.Theseplotswerechosen withina50mradiusaroundthefluxtower.Thecropwasatstem elongation(stage5onFeekes’ scale,(Zadokset al.,1974)) dur-ingtheexperiment.From29Februaryto26Marchthecropgrew from0.15mtoaround0.30mheightandtheleafareaindex(LAI) increasedfrom0.45to1.2m2m−2.
2.2. Micrometeorologicalmeasurements
Thethreecomponentsofthewindvelocity(u,
v
,w)and temper-ature(Tson)weremeasuredusinganultrasonicanemometer(GillInstrumentsLtd.,UK)at50Hz3mabovetheground.TheCO2and
H2Oconcentrationsweremeasuredat20Hzwithanopen-path
infra-redgasanalyzer(Licor,Li-7500,USA)atthesameheight.The latent(LE)andsensible(H)heatfluxesweredeterminedwiththe Eddy-covariancemethod.TheLEfluxeswerecorrectedwiththe WebbPearsonLeuningmethodforthevariationsinairdensitydue toheatandwatervapourfluxes(Aubinetetal.,2000).AnHMP-45 (Vaisala,FI)wasusedtorecordairtemperature(Ta)andrelative
humidity(RH)at 3mheight.Global(Rg)and net(Rn)radiation
weremeasuredat 3mheight,respectively,withapyranometer (CM7BAlbedometerKipp&Zonen,NL)andapyrradiometer (NR-Lite,Kipp&Zonen,NL).Thesoiltemperature(Tsoil)wasmeasured
at7 depths,withhomemadecopper-constantanthermocouples between0and20cm(0.5cm,2cm,5cm,10cm,20cm)andwith temperatureprobe(107,CampbellSci.USA)at30and90cm.The soilwatercontent(SWC)wasrecordedwithTDRprobes(CS616 timedomainreflectometry,CampbellSci.USA).Potentialleaf wet-ness(DH)wasmeasuredwith237wetnesssensinggrids(Campbell Sci.USA)andprecipitationswithanARG100tippingbucket rain-gauge(CampbellSci.USA).Fulldetailsofthemicrometeorological measurementscanbefoundinLoubetetal.(2011).
2.3. Ammoniaconcentrationsandfluxes
Ammoniaconcentrationwasintegratedduring30minat1.6, 0.75and0.4mabovegroundusingtheROSAAdevice(Robustand SensitiveAmmoniaAnalyzer,patentregistration1055253,UCPI, France). The ROSAAanalyzeris based ontrapping atmospheric ammoniainacontinuousflowofan0.5gL−1H2SO4acidsolution
drainedthroughthreelow-flowverticalglasswetdenuders.The acidsolutionisthenanalyzedwithaconductimeterequippedwith asemi-permeablemembraneforammoniaselectivity.Adetailed descriptionoftheanalyzercanbefoundin(Loubetetal.,2012).The calibrationwasperformedwithstandardsolutionsvaryingfrom 50,100,250and500gNH4+kg−1to230,530,750and1000g
meansof352and355gNH4+kg−1standardsolutionsalsopassed
every2h.
TheNH3fluxabovethewheatcropwasmeasuredwiththe
aero-dynamicgradientmethod(Hicksetal.,1987)detailedin(Sutton
etal.,1993a)and(Loubetetal.,2012):
FNH3=−k×u∗×
∂
CNH3∂
[ln(z−d)− H((z−d)/L)](1) whereu*isthefrictionvelocity(ms−1),diszeroplane
displace-ment (m), z is height above the ground surface (m), L is the Monin–Obukhovlength(m), Histhestabilitycorrectionfunction
forheatandtracegases,andkisvonKarman’sconstant(k=0.41). ThefluxFNH3 wasobtainedbylinearregressionbetweentheNH3
concentration(CNH3)andln(z−d)− H((z−d)/L)overthethree
measurementheightsasexplainedin(Loubetetal.,2012).By inte-gratingEq.(1),theconcentrationat1maboved,(CNH3(1m)),was
alsoestimated.
2.4. Slurryapplicationandcomposition
Thetrailinghosesystemconsistedof50hosesattachedtoa metalbaradjustedtothewheatrowsizeandsplashedslurryfrom aheightof20cm.
Todeterminethequantityof slurryintercepted bythecrop, above-groundplantsweresampledin3plots(0.0625m2)during
thefirst4hafterfertilization.Theplantsampleswereputin2L nal-genebottlesfilledwith1Lof0.5MKCLsolution.Nalgenebottles wereweighedbeforeandafteradditionofplantsamplesandwere shakenfor30minwithamagneticstirrer.Aftersettling,liquidwas retrieved,centrifugedandanalyzedtodeterminetotalammonia-N (TAN)concentrationwithanNH3 analyzer(FloRRia
Mechatron-ics,TheNetherlands).Plantsampleswererecovered,washedwith waterthendriedat80◦Candweighed.
Theslurry applicationvolume wasdetermined 3 timesat 5 differentrandompositionsplacedinthefield,underthetrailing hosesystemduringapplicationbycollectingslurryinplasticvats (0.033075m2).
Toanalyzetheslurrychemicalcomposition,slurrywassampled 3timesduringslurryapplication,at10h,13h,and16hT.U.in10L bucketsthenfrozenat−18◦Cpriortoanalyzes.Threesub-samples
weretaken fromeach bucketand analyzed at thesoilanalysis lab(LAS–INRA,Arras,France)for drymatter,pH,mineral nitro-gen,organiccarbon,totalnitrogen,NO3 andNHx.Asub-sample
(40g)wasanalyzedformoistureand another(10g)forresidual moistureforasampledriedinambientair.Asub-sampleofthe sampledriedinambientair(10g)wasusedforpHmeasurement afterbeingputin suspensioninwater. Mineralnitrogen(NO3−
andNH4+)wasanalysed,respectively,accordingtoGriess-Ilosvay
method(KeeneyandNelson,1982)andBerthelotmethod(Krom, 1980)usingspectrophotometricdeterminationonasub-sampleof 60goffreshsampleafterextractionfroma0.5molL−1KClsolution. Onalastsub-sample(50g)organiccarbonandtotalnitrogenwere analyzedaccordingtotheDumasmethod.
2.5. Soilandplantsamplingandanalysis
Plantandsoilweresampledonedaybeforefertilization,the dayoffertilizationand1,2,3,7,14and21daysaftertheslurry application.
Threesoilsamplesweretakenwithasoilaugerfromrandom locationsoneachofthethreesamplingplotsfordepths0–2cm, 2–15cmand15–30cm,andfrozenat−18◦Cpriortobeinganalyzed bythesoillabanalysis(LAS–INRA,Arras,France)withthesame methodsasforslurry.Ineachofthethreeplots,15greenleaves,
dead/yellowleaves(>50%yellow)androotsweresampledintwo rowsover1m.
Later,astheyellowleavesdisappeared,onlydeadleaveswith 100%yellow/brownbladesweresampledandconsideredaslitter. Infact,thesedeadleavesweredryandappearedtotally discon-nectedfromtheplantfunctioning,easilydetachablefromtheplant. Greenleaveswereusedforextractionofapoplasticandfoliar bulktissuesolutions,yellowanddeadleavesforfoliarbulktissue solutionextractionandrootsforrootbulktissuesolution extrac-tion.Intheextractedsolutions,pH,NH4+,NO3−andtotalNandC
weremeasured.
2.5.1. Extractionofapoplasticsolution
Amodifiedversion(Massadetal.,2009a)ofthevacuum infil-trationtechniqueof(HustedandSchjørring,1995)wasusedfor extractingapoplasticsolution.Thesub-sampleofgreenand devel-opedleaveswaswashedwithde-ionisedwater,blotteddryand weighed.Thenleaveswereputina60mLsyringewith40mLof indigocarminesolution.Thissolution,whichdoesnothavea sig-nificanteffectonpHorNH4+(Hilletal.,2001),wasinfiltratedfor
5minwith5cyclesofvacuumandpressure.Infiltratedleaveswere carefullydriedwithlaboratorypaperandweighed.Theapoplastic solutionwasthenobtainedbycentrifugationat2000gfor10min. Thedilutionofapoplasticsolutionbytheindigocarminesolution wasmeasuredusingaspectrophotometeratwavelength595nm (iEMSreader,Labsystems).ThepHwasmeasuredbeforethesample wasfrozeninliquidNandstoredat−18◦Cbeforefurtheranalysis.
Thecentrifugationforceandduration weredeterminedafter cytoplasm contamination tests on wheat leaves. These con-tamination tests consisted in measuring the activity of malate dehydrogenase(MDH)in apoplastextract relativetofoliarbulk tissue extractusingaspectrophotometer atwavelength340nm
(HustedandSchjørring,1995).Thecontaminationwas1.26±0.22%
ofMDHactivityinapoplastextractsrelativetofoliarbulktissue extracts.Afterapoplastic extraction, theremaining leaveswere usedforfoliarbulktissueextraction.
2.5.2. Extractionoffoliarandrootbulktissuesolution
Sub-samplesofleavesorrootswerewashedwithde-ionised water,driedwithlaboratorypaperandgroundinliquidNusinga mortar.Asample(0.2g)ofthegroundmaterialwasputina1.5mL tubewith1mLofde-ionisedwaterandshakenfor15min.Thefoliar bulktissuesolutionwasthenextractedbycentrifugationat9000g for20min.Thesupernatantwasretrieved,andpHwasmeasured priortofreezingthesampleinliquidNandstoringat−18◦C.The
remaininggroundmaterialwasweighed,oven-driedat80◦Cfor 48handweighedagainpriortofinegrindinginaballmillmixer (Retsch,Verder,France)for3minat30pulsationspersecond.The obtainedpowderwasstoredinEppendorfcupsatambientairprior toNandCanalyses.
2.5.3. Plantanalysis
ThepHmeasurementsofapoplastic,foliarbulktissueandroot bulktissuesolutionsweremadewithapHsemi-microelectrode (InLabMicro,MettlerToledo,Udorf,Switzerland).TheNO3−
con-centrationand thetotal Nand Ccontents weremeasuredwith thesamemethodasforslurryandsoils.TheNH4+concentration
wasdeterminedusingthesameflowinjectionNH3analyzerasfor
slurry.
2.6. CalculationoftheNH3compensationpoint
TheNH3 compensationpointisthegaseousconcentrationat
equilibriumwithanadjacentNHxecosystempool(pool)atthesoil
surface,inthelitter,inthesub-stomatalcavityandatthecuticle surface(seeSection3.9).Itwascalculatedaccordingto(Schjørring,
1997;Schjørringetal.,1998)basedonthermodynamic equilib-riumbetweenaqueousandgaseousNH3andacid-baseequilibrium
betweenNH4+ andNH3 inthesolution(seee.g.,Personneetal.,
2009):
pool=pool×Kd×KH×exp
H0 H+H0d R × 1 298.15− 1 Tpool (2) wherepoolisinmolL−1,H0HandH0darethefreeenthalpiesof volatilization (34.18kJmol−1) and acid-base dissociation (52.21kJmol−1),Ristheperfectgasconstant(8.314Jmol−1K−1), Tpooltheecosystempooltemperature(K),Kdthedissociation
con-stant for the NH4+ NH3 equilibrium at 25◦C (10−9.25molL−1),
KH the Henry constant at 25◦C (10−3.14). In Eq. (2), the ratio
pool=[NH4+]pool/[H+]pool isdimensionless,independentof
tem-peratureandrepresentstheNH3emissionpotentialofsoil,litter
orplantcompartments(root, substomatalcavity,cuticle),pools withsubscripts,l,root,stomandcut).poolwascalculatedforeach
sampleandaveragedforeachcompartment.
Thecanopyemissionpotential(z0)wasestimatedfrom
mea-suredNH3flux,byinvertingEq.(2)andreplacingbyCNH3(z0).
CNH3(z0)wasitselfestimatedbyintegrating Eq.(1) fromz0 (the
canopyroughnesslength)to1mabovethedisplacementheightd:
CNH3(z0)=CNH3(lm)+ FNH3 ku∗ ×
ln(1/z0)− H(1/L)+ H(z0/L) (3)2.7. Atmosphericdepositiononthecuticles
Atmospheric depositiononthe cuticleswasanalyzed on 23 March,30Marchand5Aprilbywashingtheleaveswithde-ionised water.Threesamplingsweremadeinthemorningandthreeothers intheafternoonforeachofthesethreedays.Foreachsampling,six wheatleaveswerecollectedandputinaTeflonPFAbag.Thecut extremitiesofeachleafwereleftwelloutsidetheTeflonpocketto avoidanycontaminationwithcompoundsfrominsidetheleaves. Then2.5mL of de-ionised water wasadded in thepocket and theleafwaswashedbygentlypressurizingthebagbyhand.The leafwasthenremovedfromthepocket,anditslengthandwidth weremeasuredtodetermineitsarea.Eachsuccessive2.5mL rins-ingwaterwastransferredintoa20mLtubeleading toa 15mL sampleforeachsampling.ThepHwasmeasuredpriorto freez-ingin liquidnitrogenand storage at−18◦C. Thesampleswere
analysedfor NO3−,PO43−,SO42−,Cl− by highperformance
liq-uidchromatography (HPLC)and forNa+ byinductivelycoupled
plasmaatomicemissionspectrophotometry(ICP-AES).Thecuticle emissionpotentialcwascalculatedforeachsampleandaveraged.
Thenumber of wheatleavesand the quantityofde-ionised waterusedwerechosentoobtainsamplesadaptedtothe anal-ysismethods;preliminarytestswerecarriedouttoestablishthe samplingmethodwhichshowedthatmorethan80%ofNH4+ions
depositedoncuticlewereremovedafterthefirstwashing(datanot shown).
2.8. InterpretationofNH3fluxeswiththeSurfatm–NH3model
Tohelpinterpretthecomplexityoftheinteractionsbetweenthe ecosystemcompartments(soil,litter,stomata,cuticleandcanopy airspace),theSurfatm–NH3modelwasused.TheSurfatm–NH3isa
one-dimensionalmodel(Personneetal.,2009)calculatingtheNH3
fluxinterrestrialecosystembycouplingawaterandenergy bal-ancemodelwithatwo-layerNH3resistanceanaloguemodelwhich
considerssoil,stomatalandcuticularpathways.TheSurfatm–NH3
modelwastested for agrassland canopy following cuttingand
fertilizationwithammoniumnitrate(Suttonetal.,2009),and cal-ibratedoveratriticalefieldinGrignon(Loubetetal.,2012).The stomatalandsoilNH3emissionpotentialsusedinthemodelwere
interpolatedintimebetweenthosemeasuredduringthecampaign. Asourmeasurementcampaigntookplaceinthesamefieldasin
Loubetetal.(2012)weusedthesamemodelparametersexcept
for:
• Theattenuationcoefficientforwindspeed˛u,setto2.2(instead
of4.2),toaccountforthedifferenceincanopystructure,andthe soilroughnessz0soilwasfixedto0.02m.
• The stomatal conductance parameters which came from
(Embersonetal.,2000)followingtheEMEPapproachforspring
wheat,onlygmaxwasmodifiedandfixedat500mmolm−2s−1.
• Thesoilsurfaceresistance(Rss), setto0thedayoftheslurry
applicationbecauseoftheliquidapplication,andthenextday fixedathalfofthevaluecalculatedbytheexpressionforthevapor soil-surfaceresistance(ChoudhryandMonteith,1988)
Rss=
s×dry
ps×DH2O
(4) wheresisasoiltortuosityfactor(dimensionless),dryisthedry
soilthickness(m),psisthesoilporosity(dimensionless)andDH2O
isthemoleculardiffusionforwaterinair(m2s−1).
Afterthesetwospecificadaptationsforthewatersoilsurface resistanceduetotheslurryapplication,thesoilsurfaceresistance forwaterwascalculatedusingtheoriginalEq.(4).
• TheNH3 soil-surfaceresistance(RNH3soil)wasestimatedusing
twomethods:
(1)Usinganequationsimilartothatforwatersoiltransfer resis-tance(Personneetal., 2009): RNH3soil=R1=Rss×
DH2O
DNH3; this
approach assumesthatNH3 comesfromtheaqueousphase
whichisincorporatedinthesoilwetlayer.
• To mimicking the behavior of the cuticular resistance which decreaseswithrelativehumidity,thesoilresistancewasmade dependentonair relative humidity:RNH3soil=R2=ˇ×(100−
RH)RNH3soil=R2=ˇ×(100−RH),whereRHisrelativehumidity
at3mheight,andˇisanempiricalcoefficientwhichwas fit-tedtooptimizethecomparisonbetweenmeasuredandmodelled ammoniafluxes(ˇ=45).
Finally,inordertoevaluatetheroleofthisresistanceRNH3soil,
arunwasperformedwithRNH3soil=R0=0,inwhichthecuticular
resistancewassettoinfinitytosimulateemissionbythesoilonly.
3. Results
3.1. Meteorologicalconditions
Duringtheexperimentationtheairtemperaturevariedfrom −1.1◦C to 21.8◦C with an average of 9.8◦C. Relative humidity
rangedfrom24%to98%andaveraged70%.Theperiodwasquite dry,withsporadicraineventson14,15,17and18Marchaswellas 3and4Aprilwithamaximumof5.4mmdailyprecipitationon18 March.Thecumulatedprecipitationovertheperiodwas10.6mm. Thewindspeedaveraged2.1ms−1andvariedfrom0to6.1ms−1. Thesoilwatercontentat30cmdepthstayedalmostconstantwith anaverageof30.7%whileat5cmdepthitdecreasedfrom31.2%to 26.9%aftertheraineventon18March.Globalradiationexceeded 300Wm−2eachdayexcepton31March(Fig.1).
Table1
Cattleslurrycharacteristicsandapplicationrates.DMstandsfordrymatterandFWforfreshweight.
Slurrycharacteristics Applicationrates
n Average±standarddeviation
Applicationrate 15 92.4±37.2 Mg(FW)ha−1 Drymatter 7 59.1±9.5 g(DM)kg−1(FW) 5.5±3.1 Mg(DM)ha−1 OrganicC 7 406±5 gCkg−1(DM) 2.2±1.3 MgCha−1 TotalN 7 25.9±1.7 gNkg−1(DM) 141±89 kgNha−1 pH 7 8.3±0.3 – NO3− 7 5.7±0.6 mgNkg−1(DM) 31±21 gNha−1 NH4+ 7 20.2±1.1 gNkg−(DM) 110±68 kgNha−1
3.2. Cattleslurryapplication
Thecattleslurrywasappliedinthefieldwithanapplication rateof92.4Mgha−1withalargeheterogeneity(standard
devia-tion=37.2Mgha−1;Table1).Thetotalammoniacalnitrogen(TAN)
contentwas1.2gNH3–Nkg−1ofmanurewhichrepresentedaTAN
applicationrateof111kgNH3–Nha−1.ThepHoftheslurrywas
7.7±0.1.
3.3. Ammoniaconcentrationsandfluxes
TheatmosphericNH3concentrationat1mabovedvariedover
theperiodfrom0.8to552gNH3m−3(Fig.2a).Themaximal
con-centrationwasreachedintheeveningofthefertilizationday(13 March2012)withameanconcentrationduringthefirst24hof 218gNH3m−3.Theconcentrationthendecreaseduntil19March
whenthedailymean was9gNH3m−3.From 20to26 March
theconcentrationrangedfromaround 20to morethan 100g NH3m−3andaveraged21.0gNH3m−3,withamarkedpeakon23
March.From28Marchtotheendofthemeasurementcampaign, ammoniaconcentrationsdidnotexceed50gNH3m−3.Thelast
weekofthecampaignexhibitedlowerconcentrationsaveraging 7.6gNH3m−3.
Ammonia fluxvaried from−2800 to54,330gNH3m−2s−1
with a mean of 798ng NH3m−2s−1 and a median of 31ng
NH3m−2s−1 (Fig. 2b). The main emission peak was observed
thedayofslurryspreadingwitha median5990ngNH3m−2s−1
observedoverthefirst24h.Thefollowingsixdaysalsoshowed largeNH3emission(median679ngNH3m−2s−1)slowly
decreas-ingtoswitchtothefirstobserveddepositionfluxeson20March. Aone-weekperiodofalternatinghighdailyemissionsandsmall night-timedepositionwasthenobserveduntil26March,witha medianof34ngNH3m−2s−1overtheperiod.Thelastperiod(>26
March)mainlyshoweddepositionwithamedianfluxof−16ng NH3m−2s−1. -100 100 300 500 Rn (W m -2) 0 2 4 6 u ( m s -1) 0 1 2 3 P (mm ) 0 50 100 RH (% ) -5 5 15 25 Ta ( °C ) 26 28 30 32 11/03 13/03 15/03 17/03 19/03 21/03 23/03 25/03 27/03 29/03 31/03 02/04 04/04 06/04 08/04 SW C (% ) Date 5 cm 30 cm
Fig.1.Micrometeorologicalconditionsmeasuredatthesite.Fromtoptobottom:netradiation(Rn),windvelocityat3mheight(u),precipitation(P),relativehumidity(RH),
Table2
Totalammoniumnitrogen(TAN)applied,NH3lostbyvolatilizationandemissionfactor.
Period Wholeperiod 13/03–15/03 13/03–19/03 20/03–26/03 26/03–08/04 kgNha−1
Totalappliednitrogen(TAN) 110
CumulatedNH3flux 11.1 9.1 11.5 0.02 −0.41
CumulatedNH3emission 12.9 9.1 11.5 1.06 0.35
CumulatedNH3deposition −1.8 −0.01 −0.01 −1.04 −0.76
Emissionfactor(%) 10.10% 8.20% 10.40% 0.02% −0.40%
3.4. Cumulatedvolatilizationandemissionfactor
Thecumulatedammoniafluxduringtheexperimentalperiod was 11.1kg NH3−Nha−1 which was composed of 12.9kg
NH3−Nha−1 emission and −1.8kg NH3−Nha−1 deposition
(Table2).Theemissionfactorwas10.1%oftotalammoniacal
nitro-gen(TAN)applied(111kgNH3−Nha−1).Overall,8.2%ofNH3losses
occurredduringthefirstthreedaysand10.4%duringthefirstweek. Thefollowingweek(20–26/03)0.02%waslost,whileafterwards 0.4%wasdepositedbacktothecanopy.Duringthefirsttwoweeks, mostofthefluxwastowardsemission,butduringthelastthree weeks,thedepositiontermrepresentedabout1kgNha−1(Table2) andwasincludedintheemissionfactorwhichdidnotdecompose thesinkandsourcesbutquantifiedthebalance.
20000 40000 60000 F lux (ng NH 3 m -2 s -1) -1000 0 1000 11/03/2012 18/03/2012 25/03/2012 01/04/2012 08/04/2012 1000 11000 100 200 300 400 500 600 C on c en tra tion (µ g N H3 m -3) 0 25 50 75 100 11/03/2012 18/03/2012 25/03/2012 01/04/2012 08/04/2012
Fig.2.Measuredammoniaconcentrations(a)andfluxes(b)abovethewheatfield.Theverticalredlineindicatestimeoffertilization.Twoscalesareshownforconcentration andthreeforflux.Concentrationsareexpressedat1mabovethedisplacementheight.
7.5 7.6 7.7 7.8 7.9 8.0 8.1 8.2 0 20 40 60 80 100 120 140 [NH4+] [NO3-] pH 7.7 7.8 7.9 0 2 4 6 8 10 12 12/03 19/03 26/03 02/04
0 – 2 cm
15 – 30 cm
So
il
concent
rat
ion
(mg
N kg
-1dr
y
soil
)
Date
pH
Table3
Emissionpotentials()inthedifferentpools(plant,litterandsoil)andatthecanopyscale.KnowingmeasuredNH3fluxes,z0isestimatedfromEq.(3)andcisestimated
astheinterceptofthelinearfitbetweentheNH3fluxandconcentrations.Estimatesinthesoillayers0–2cmand15–30cmarealsogiventogetherwithestimateswithinor
outsideslurrybands.
Plant Litter Soil Canopyscale
Apoplasm Cuticle Leaves Roots Litter Mixed Mixed Inslurryband Notinslurryband
0–2cm 15–30cm 0–2cm 0–2cm z0 c Whole period Average 73 120 160 340 29,000 1,700,000 24,000 – – 161,000 2200 Std.dev. 62 70 59 310 15,000 3,000,000 34,000 – – 280,000 1700 Max 110 200 230 820 50,000 5,800,000 178,000 – – 650,000 5500 Min 36 61 78 44 12,000 11,000 3000 – – 4000 300 13–19/03 Average 88 – 170 610 43,000 3,300,000 35,000 7,300,000 430,000 409,000 – Std.dev. 73 – 40 280 11,000 4,100,000 42,000 6,700,000 860,000 423,000 – 20–27/03 Average 64 114 150 170 17,000 400,000 9000 – – 33,000 3100 Std.dev. 46 – 70 40 7000 600,000 4000 – – 28,000 2400 30/03–05/04 Average 36 130 80 40 25,000 100,000 9000 – – 9000 1200 Std.dev. 60 97 80 40 25,000 100,000 – – – 9000 1000 Table4
Quantityofammonium,nitrate,phosphate,sulphate,chloride,andsodiumontheleavesmeasuredonthewheatleafsurfaces.Thepresenceofdewontheleavesduring samplingisalsoindicated.TheCl−contentontheleafwasalsoexpressedaspercentageoftheCl−doseappliedwiththechlormequatchlorideon23March(1165molm−2).
Period NH4+ NO3− PO43− SO42− Cl− Na+ Totalacids Dew(obs.) Cl−
molm−2(ofleaf) %Appl.dose
23/03/2012 Morning 30±5.5 70±34 21±15 33±4.5 648±126 27±0.4 772±179 +++ 67% Afternoon 12±2.6 41±11 10±4.3 26±4.6 479±36 23±0.7 556±55 ø 49% 30/03/2012 Morning 23±6.9 53±6.0 5.0±1.6 33±7.5 636±145 12±0.2 727±160 ++ 65% Afternoon 13±2.7 45±10 4.4±0.6 25±13 517±188 12±0.2 591±211 ø 53% 05/04/2012 Morning 13±1.1 26±8.5 2.1±0.4 14±4.6 310±79 12±0.2 351±92 ø 32% Afternoon 13±0.6 24±1.4 1.4±0.5 12±1.4 284±95 13±0.1 321±98 ø 29% 23/03/2012 Daily 21±14 55±30 15±13 30±6.5 563±144 25±2.2 664±192 – 58% 30/03/2012 Daily 18±9.3 49±12 4.7±4.4 29±7.6 576±143 12±8.4 659±162 – 59% 05/04/2012 Daily 13±8.6 25±10 1.7±1.2 13±11 297±187 13±0.4 336±209 – 31% Average molm−2(ofleaf) 17±11 43±24 7.2±9.4 24±13 479±223 17±8.2 553±269 – 49%
gha−1 3.1±1.5 21±10 6.9±7.8 23±10 170±68 3.8±1.7 220±96 – – mgL−1(solution) 0.15±0.06 1.0±0.4 0.3±0.3 1.1±0.4 8.1±2.8 0.2±0.1 10±4 – –
Fig.4.TemporalvariationinpH,NH4+concentrationandintheapoplast,foliarbulk,rootbulk,andlitterbulktissues(stom,green-leaves,roots,litter,respectively).
3.5. AmmoniumnitrateandpHofthetopsoil
ConcentrationsofNH4+ andNO3− aswellaspHvariedonly
inthetopsoil(0–2cm)(Fig.3).InthislayerNH4+concentration
increasedfrom0.8priortofertilizationto136mgNNH4+kg−1on
thedayoffertilization.Itmorethanhalvedthefollowingdaybefore decreasingto0.9mgNNH4+kg−1inthethirdweekofsampling.The
NO3−concentrationsincreasedfrom8.2onthedayfollowingslurry
spreadingto44.6mgN–NO3−kg−1on27March.Itthendecreased
Fig.5.Temporalvariationoftheratios([NH4+]/[H+])measuredinapoplasticsolution,foliarbulktissue,rootbulktissue,litter,soilintwolayers,oncuticlesandevaluated
atz0fromfluxmeasurements.Measuredrepresentmeansofthreereplicates±standarddeviation,whilez0aredailyaverages.
to7.6but,asforNH4+andNO3−concentrations,thetrendchanged
inthelastweekandthepHthenrose. 3.6. Plantpoolsofammonium,nitrateandpH
DuringtheexperimentalcampaigntheapoplasticNH4+
concen-trationofgreenleavesvariedfrom0.15to0.03molNH4+g−1(FW)
ofleaffreshweight,withamaximumreachedonthedayof fertil-ization(Fig.4a).TheapoplasticpHincreasedfrom5.8(12and14 March)toanaverageof6.1after15March(Fig.4b).Thefoliarbulk tissuesNH4+concentrationingreenleavesdecreasedfrom1.45to
0.62molNH4+g−1(FW)(Fig.4d)andinyellowleavesandlitter
variedfrom5.7to23.7molNH4+g−1(FW)onthesecondday
fol-lowingslurryspreading(Fig.4g).BulkpHingreenleavesremained constantduringthe12–20/03periodandaroundfertilizationat5.3 (Fig.4e).YellowleafandlitterpHwashigherandaveraged6.3later thantwodaysafternitrogenapplication(Fig.4h).Forbothgreen leavesandyellowleavesinthebulkfoliartissues,theNO3−
con-centrationvariedfrom2.3to3.7molNO3−g−1(FW)withoutany
visibletrend(datanotshown).
TherootbulktissueofwheatplantsshowedNH4+
concentra-tionsincreasingduringthetwodaysfollowingfertilizationtoreach 2.8molNH4+g−1(FW);thisrootbulktissuecamebacktoits
ini-tiallevelaround0.6molNH4+g−1 (FW)(Fig.4d).Ontheother
hand,theNO3−concentrationinrootsdecreasedfrom12to2mol
NO3−g−1(FW),whilethepHremainedconstantandaveraged5.5
(Fig.4e).
3.7. NH3emissionpotentials
Theemissionpotentialforthestomatalpathway,stom,
aver-aged73overthewholeperiod(Fig.4c),andnosignificanttrend couldbeobservedduringtheperiod.Ingreenleavesbulktissues
greenleaves decreased gentlyfrom 235to 78 duringthe period
(Fig.4f)whileinthedeadleaves,bulktissuesconsideredaslitter
litterreachedamaximumof50,200on15Marchthenstabilizedto
around20,000duringthefollowingweeks(Fig.4i).Intheroots,bulk tissuesrootswerefoundtofollowthesameastheNH4+
concen-trationinthesoillayer0–2cm,withamaximumof820reachedon 15Marchandaminimumof44reachedthreeweekslater(Fig.4f). Ammoniaemissionpotentialsintheplantcompartments(roots, leavesandapoplast)wereallinthesameorderofmagnitude dur-ingthewholeexperimentalperiod,from60to1000(Fig.5).Onthe otherhand,theemissionpotentialfortheyellowleavesorlitter leaves(litter)wasroughlyahundredtimeslargerthanforplant,
andthesoilemissionpotential(soil)wasagainahundredtimes
largerthanlitterduringthefirstweektoreach7106onthedayof
slurryapplication.Thensoildecreasedto1.1104on27Marchand
increasedagainto105thethirdweekfollowingslurryapplication.
Thecalculatedz0wasinbetweensoilandlitterduringthe
cam-y = 16.9x + 75.3 R² = 1.0 0 200 400 600 800 0 20 40 Cl -(µ m ol m -2) SO42-(µmol m-2) y = 2.0x + 9.1 R² = 0.8 0 20 40 60 80 0 20 40 NO 3 -(µ mo l m -2) NH4+(µmol m-2) y = 0.5x + 2.7 R² = 0.9 0 10 20 30 40 0 50 100 SO 4 2-(µ mo l m -2) NO3-(µmol m-2) y = 0.4x -8.4 R² = 0.7 0 5 10 15 20 25 0 50 100 PO 4 3-(µ m ol m -2) NO3-(µmol m-2)
(a)
(b)
(c)
(d)
Fig.6.Phosphate(a)andsulphate(b)versusnitrate.Chlorideversussulphate(c) andnitrateversusammonium(d)surface.Contentperleafsurfacemeasuredby washingwheatleavesonsixdates.Thelinearregressionline,equationsandR2are
alsogiven.
paignandvariedfromamaximum6.5105afterslurryapplication
to4103towardstheendofMarchtoincreaseagaintoaround104
inApril.Thecuticleammoniaemissionpotentialwasonly mea-suredoverthreedays.Itwasinthesameorderofmagnitudeasthe plantemissionpotentialsaveraging124.Finally,thecompensation pointofthecanopycwasalsoestimatedastheatmosphericNH3
concentrationwhenthefluxwaschangingsign.Weobtainedon averagec=21.7±6.4gNH3m−3duringthe20–26Marchperiod,
and8.5 ± 2.3gNH3m−3duringthe28Marchto8Aprilperiod.
Basedontheaveragedairtemperatureduringtheseperiods,ac
wasestimatedat3140and1230duringthesetwoperiods(Fig.3
andTable3).
3.8. Cuticulardeposition
Theconcentrationsofthedifferentacidcompoundsand ammo-niumpresentontheleaveswerehigherinthemorningthanin theafternoonforthe23Marchand30March(Table4).Theyalso showeddifferentordersofmagnitude:PO43−wasintheorderof
1–20molm−2 NH4+,Na+ andSO42− wereintheorderof12to
33molm−2,NO3−wasintheorderof24–70molm−2whileCl−
wasintheorderof284–648molm−2.ThemuchhigherCl− con-centrationisexplainedbytheapplicationofchlormequatchloride (agrowthreducer)on23March.Indeedthetheoretical applica-tionrateofClwas413gClha−1whichamountsto1165molm−2. AccountingfortheLAIwhichwasmeasuredas1.2m2m−2on26
0 25000 50000 Fl ux ( ng NH 3 m -2s -1) Measurements R0 R1 R2 -2000 2000 6000 10000 3 0 / 7 1 3 0 / 6 1 3 0 / 5 1 3 0 / 4 1 3 0 / 3 1 Fl ux ( ng NH 3 m -2s -1) -1000 1000 3000 5000 3 0 / 1 2 3 0 / 0 2 3 0 / 9 1 3 0 / 8 1 3 0 / 7 1 Fl ux ( n g N H3 m -2s -1) -600 0 600 1200 1800 21/03 22/03 23/03 24/03 25/03 26/03 Fl u x ( n g NH 3 m -2s -1) -400 -200 0 200 400 26/03 27/03 28/03 29/03 30/03 31/03 Fl ux ( ng NH 3 m -2s -1) -600 -400 -200 0 200 31/03 01/04 02/04 03/04 04/04 05/04 Fl ux ( ng NH 3 m -2s -1)
a
b
c
d
e
Fig.7. ComparisonofsimulatedandmeasuredNH3fluxeswithmodelparameterisationforthesoilsurfaceresistanceRNH3soil=R0,R1andR2(seetext).Eachspecificpanel
(fromFig.7a–e)representsasequenceoffourdays;toptwopanelsareforthesamesequence.Everypanelhasitsspecificy-axisgraduationinordertofocusontheflux intensity.
Fig.8.SoilsurfaceresistancesforammoniaintegratingintheSurfAtmmodel,R1andR2;R1:similartosoilwaterresistancetransfer;R2:mimickingthebehaviorofthe cuticularresistanceforammonia,dependingonrelativeairhumidity.
March,theCl−leafsurfacecontentrangedfromaround60%onthe dayofapplicationandoneweeklater,anddownto30%twoweeks later.
AgoodrelationshipwasfoundbetweenSO42−andCl−which
suggestsasimilardepletionprocessforthesetwocompoundsbut witha20timeslargerconcentrationforCl−.Thenitratecontent wasalsocorrelatedtotheammoniumcontentontheleafsurface withaslopeequalto2(Fig.6).
3.9. ComparisonofthemeasuredfluxeswiththeSurfatm–NH3
model
The stomatal and boundary layer resistances were tuned by changing ˛u and gmax (see §2.8) in order to get a
cor-rectevapotranspiration(LE) inthemodel.Thecalibratedmodel waswellcorrelatedwiththemeasuredLE:LE(model)=1.001LE (meas)+2.06(inWm−2),withR2=0.89(datanotshown).The
mod-elledsensibleheatfluxHwascomparedtothemeasuredenergy balancedefaultH(balancedefault)=Rn−LE−G(allmeasured)due tothefactthatthemeasuredenergybalancedoesnotcloseatthis
site(Loubetetal.,2011).Thesensibleheatandgroundheatfluxes
(Hand G)werealso satisfactorilyreproduced: H(model)=0.813 H(balancedefault)–1.97(inWm−2),R2=0.90andG(model)=1.02
G(meas)–2.72(inWm−2),R2=0.62.
ThemodeledNH3 flux withthesoilemission potentialsoil
setto the measuredvalues (interpolated) reproduced wellthe firstpeakofemissionfollowingfertilizationbutoverestimatedthe measuredflux thefollowing days (Fig.7a). However,with this parametrizationthemodelednighttimefluxeswerecomparableto themeasuredvaluesthroughoutthecampaign.ThemodeledNH3
fluxobtainedusingthesoiltransferresistanceR1forNH3agreed
wellwiththemeasurementsduringthefirsttwodaysfollowing application(14and15/03),butnotlater.Theuseofthesoiltransfer resistanceR2witharesistancefollowingtheairrelativehumidity gaveareasonableagreementbetweenmodelledandmeasuredNH3
fluxduringtheweeksfollowingthefirstpeakofemission,and dur-ingtheperiodwithalternatingemissionsanddepositionfrom22to 26March(Fig7bandc).Thelastperiodofthesurvey(30Marchto 8April),duringwhichacontinuousdepositionfluxoccurs,isquite wellrepresentedwiththeuseofR1orR2resistances(Fig.7e).
4. Discussion
4.1. AmmoniumandpHinplantandlitterpools
Ammoniumconcentrationswerelowintheplanttissuesand apoplast(Fig.4,Table3).Theapoplasticconcentrationsandare similartowhat(Mattssonetal.,1997)and(HustedandSchjørring, 1995)reportedforBarleygrowninchambersand(Mattssonetal.,
2009;Loubetetal.,2002;Herrmannetal.,2009)forgrasslands
withnonitrogenapplication.Comparedtothereviewof(Massad
etal.,2009b),stomisroughlythreetimeslowerthanarableland
receiving150kgNha−1,wherestom∼300.
Regarding the dynamics of NH4+ concentration and , we
observednoresponsetofertilizationoftheapoplastandbulk tis-sue,which is incontradiction to(Mattsson etal.,2009; Loubet
etal.,2002;Herrmannetal.,2009).Indeed,inareview,(Massad
etal.,2010)(Fig.6), showedthatonaveragestomincreasesto
1500followinga100kgNha−1application.Therootbulktissue increasedupto1000,whilethelitterbulktissueincreasedbyfour ordersofmagnitude(40000)followingslurryapplication(Fig.4). Mattsonetal.(2009)alsofoundamuchhigherinsenescent grass-landleavesthan ingreenleavesandstems,while(Morgan and
Parton,1989)reportedanincreaseinwholeplantcompensation
pointatanthesis.Senescingleavesarenotefficientsinksfor nitro-gen,thereforeanyincomingNH4+willnotbeusedasefficientlyas
infast-growingleavesandmaythereforeaccumulate,whichwould explaintheobservedincreaseinNH4+insenescingleaves(Massad
etal.,2008;Massadetal.,2010).Thisissupportedbythefactthat
theinthe15–30cmsoillayer(wheretherootsarelocated)was ofthesameorderasinthelitterleaves(Fig.5).
Wheatcropsandgrasslandhavedifferentnitrogenabsorption regulationwithadifferenceintheaffinityforNH4andNO3.Goyal
and Huffaker (1986)reported a higher affinity for nitrate than
ammoniuminwheat.Also,largeammoniumconcentrationmay inducenitrate effluxes from roots as observed in cotton crops
(Aslam et al., 2001).However,wheat roots canactivelyabsorb
NH4+,andcanadaptquicklytoNH4+supply(CausinandBarneix,
1993).Theycanalsoefficiently absorborganicnitrogensuchas aminoacids(Gioseffietal.,2012).
However,when compared tothe grassland studiesreported above(Mattssonetal.,2009;Loubetetal.,2002;Herrmannetal.,
2009),amajordifferenceisthatnitrogensupplyoccurredfollowing agrasslandcut,whileherethegrowthoftheplantwas uninter-rupted.Cuttinghastwoconsequences:itinducesaremobilization ofnitrogenintheplantandhenceNH4+anditmeansthatthe
nitro-gensinkislessactiveintheplant.Inourstudythenitrogensink wasactiveandhenceNH4+whichisanintermediateintheplant
nitrogencyclewouldnotsignificantlyincrease(Massadetal.,2008,
2010a,b).
The wheat root depth did not have many roots in the top soilfraction0–2cm.Atthatstagetheshoot-to-roots(5cmdepth) biomassratioisindeedaround0.1(RecousandMachet,1999).Since theliquidmanuredidnotgreatlyinfiltratethesoil,asdiscussedin thenextsection,untiltherainfallon17March,andsincethehigh claycontentofthesoilledtohighNH4+immobilizationontheclay
fraction,itislikelythatwheatplantsdidnotabsorbmuchNH4+
duringthatperiod.Thisisfurtherlikelybecauseoftheband appli-cationofslurrythatwouldhaveledtoadelayinrootaccessto theNsuppliedinasimilarmannerasshownby(Petersen,2005) forammonium-nitrate:theymeasureda5%m−1lossinmaximum recoveryof nitrogenand a 0.5dcm−1 increasein uptake. Since theinter-row was16cm,and theslurrybandwasroughly 5cm inwidth,wecanhypothesizea25%lossinmaximumrecoveryand a2.5daydelayforthewheattoaccessthenitrogen.Duringthat period,roughly8%oftheNwaslostbyvolatilizationleadingtoa furtherdecreaseinnitrogenaccessibletotheplant.Measurements ofthesoilNH4+concentrationoutsidetheslurrybandwasindeed6
timeslowerthanthatinthebandandpHwasalsolower,leadingto anemissionpotential()17timeshigherinthebandthanoutside
(Fig.3,Table4).
AnotherexplanationforthelowresponseofgreenleavesNH4+
toslurryapplicationisthatsoilwasalreadyrichinnitrogenand thewheatwasnotnitrogen-deficient.Thetotalnitrogen measure-mentscarriedoutonthegreenleavesatthebeginningofthesurvey showa rateof5%whichisahighconcentrationforunfertilized youngwheatplants(Barthesetal.,1996;Shangguanetal.,2004). Thelowuptakeofthewheatcouldalsobeduetotheyoungageof thecropatthefertilizationdate.(Limauxetal.,1999)showedthat theamountofNuptakewaspositivelylinkedtothecropgrowth rate;inourcasethenitrogenapplicationwasearlyintheseason andthecropsmaynothavebeensufficientlywell-developedto absorbalargeamountofnitrogen.Indeed,(RecousandMachet, 1999)haveshownthattheureaNuptakeofwheatwasthelowest fortheperiodofapplicationusedinthisstudy.Additionally,soil alkalinityduetotheslurrywouldtendtolowerNuptake(Wang
etal.,2012).
Wecanconcludethatwedidnotobserveanyincreaseinin thegrowingplantcompartments(excludingthesenescingleaves) following slurryapplication,which is incontradictionto previ-ous studies ongrasslands but which might be consistent with thedevelopmentalstageofthewheat(smallroots,fastgrowth), bandapplicationofslurryandgrowthofthewheatonrich culti-vatedsoil.Theobservedincreaseinsenescingleavesfollowing slurry application is consistent with existing studies and so it contributes to a pool of ammonia emission in the atmosphere (Fig.5).
4.2. AmmoniumandpHinsoilpools
Ammonium concentration and pH in the top soil fraction (0–2cm)increaseddramaticallywiththenitrogenapplicationthen decreasedquicklythedayafterandthefollowingweek.Atthesame timewenoticedanincreaseofNO3−concentration(Fig.3).ThepH
ofthetopsoil(8.1)wasveryclosetotheslurrypH(8.3)onthe dayoftheapplicationindicatingalow,shallowinfiltration,suchas hypothesizedby(Garciaetal.,2012).Thisisconfirmedbythelarge differenceobservedinsoilNH4+andbetweenshallowinfiltration
onandoutside(Table4,Figs.3and5).Shallowinfiltrationwould haveledtoapotentialdryingoftheslurryatthesoilsurface,leading tophysicalnitrogenimmobilization,untilfurtherdecompositionor surfacerewetting.ThedecreaseinsoilNH4+concentrationresults
fromseveralprocesses:ammoniavolatilization,ammonium nitrifi-cation,slurryinfiltration,NH4+transportandchemicalequilibrium
inthesoil(Genermontand Cellier,1997;Sommeret al.,2003).
ThetopsoilpHisexpectedtodecrease.ThetopsoilNH4+
con-centrationdecreasedtowardsitsinitialvalueaftertwoweeksin responsetoNH3 volatilizationandNH4+nitrificationasreported
by(Genermontetal.,1997;Sommeretal.,2003).Thompsonand
Meisinger(2004) observeda longerdecayof onemonth inthe
15cmsoillayerofa soilsimilartothis study.Wecantherefore concludethatthetopsoilNH4+andNO3−concentrationsandpH
measuredfollowingslurryapplicationareintherangeofreported studies,andthattheslurrydidnotinfiltratethesoilverydeeply, leadingtolargeNH3emissionsandaquickdecreaseofNH4+inthe
topsoil.Thesoilobtainedwashigh(Fig.5,Table3)inlinewith thelargequantityofnitrogenappliedandcomparabletovalues reportedby(Flechardetal.,2010)overgrasslandfollowingcattle slurryapplication.
4.3. Cuticulardepositionandchemicalcompoundsonthecuticle Theammoniumcontentinthesolutionsampledonthecuticle wasafactorof10lowerthanthosereportedby(Burkhardtetal., 2009)indewandguttationongrasslandleaves,whichisconsistent withthefactthatwehadtodilutethesampleforcollection,but whichalsoshowsthatNH3depositiontograsslandwasprobably
larger(Table4).However,wefoundsimilarSO42−andhigherNO3−
contentontheleaveswhencomparedto(Burkhardtetal.,2009). ThismeansthattheacidtoNH3depositionratiowasmuchhigher
inourstudythanintheirs.FinallywefindaCl−contentwhichwasa factorof10largerthantheirs,whichisexplainedbytheapplication ofchlormequatchlorideon23Marchatadoseof1165molm−2. Thecuticularemissionpotential(cut)wasofthesameorder
ofmagnitudeasthestom(Fig.5)suggestingperhapsacontinuity
(passivetransfer)betweentheinsideandoutsideleafsolutions.A trans-cuticulartransferratecouldbeimagined,oralateral migra-tionfluxinthinwaterfilmsalongsidestomatalguardcellsurfaces. Ammoniumdeposedonleafcuticlesshowedavariationofcontent between23Marchand04Aprilandalsobetweenthemorningand theafternoon:increasingthepresenceofwaterontheleafsurfaceis consistentwithalargerdepositionearlyintheexperimentalperiod andalsoearlyintheday(BurkhardtandEiden,1994;Burkhardt,
2009,Flechardetal.,1999).Othercompoundsmeasuredoncuticles
showedthesametemporalvariation;weassumetherearesome processesofco-depositionbetweenacidcompoundsassuggested
by(Suttonetal.,1995)and(Burkhardtetal.,2009).
4.4. InterpretationoftheammoniafluxeswiththeSurfatm–NH3
model
TheaimofusingtheSurfatm–NH3modelwastoquestionthe
exchangeprocessesbytryingtoreproducethemeasuredfluxwith themodelconstrainedbythemeasuredstomatal,cuticularandsoil emissionpotentials.Themodelwassetupwithmeasuredstom
andsoil (0–2cm)(Fig.5), andtwo soilresistancesweretested
toaccountforthevaryingavailabilityofNH3 atthesoilsurface.
Whilethefirstpeakofemissionwaswellreproducedwithboth soil-surfaceresistances,themodelfailedtoreproducetheflux cor-rectlyduringthefollowingdaysifthesurfaceresistancewasset to0(caseR0inFig.7).Thisshowsthatammoniawasindeed avail-ableatthegroundsurfacethefirstdaybutnotafter,confirmingthe assumptionthattheslurrydidnotinfiltrateverydeeplyduringthe firstdaybutitdidsoafterwards.
Duringthenextthreedays,themodelreproducedwellthe mea-sured fluxif thesoilresistancefor NH3 was parametrizedin a
similarmannerasforwatervapor(Fig.7aandb;R1case).Itcanbe supposedthatasurfaceresistancetakesplaceduetotheground surfacedrying.
However,toexplaintherepresentationofthefirsttwoweeks theassumptionwasthattheresistanceshouldbelowduringthe nightand higherduring theday,likeair relativehumidity.The Surfatmsimulatedfluxesmatchedwellwiththemeasurements overthe15/03–27/03period.R2actuallypresentsadailyvariation whichpermitsaregulationoftheammoniavaporization.It repre-sentsamixprocessbetweenmechanicalsurfaceresistancedueto thedryingprocessandNH4+/NH3availabilityintheaqueousfilm
atsoilsurface.
Concerningthelastperiod,wecansupposethe30/03–05/04 periodwaswellrepresentedbecauseoftheparticularlylow evap-oration, thestrongresistance(Fig.8)and thelow soilemission potential,favoringdepositionfluxes.
As in Loubet et al. (2012) a very small minimal cuticular
resistance was necessary to reproduce the largest deposition flux occurring on 31 March. As previously, some processes of co-depositionbetweenacidcompoundscouldbeassumed, partic-ularlyduetothehighchlorideconcentrationontheleaveswhich seemstobepersistentontheleafsurfaces.
Theneedtoadjustsurfaceresistanceovertimetestedwiththe Surfatm–NH3simulationsincludingonlyonesoilwaterreserve;
excludingsoilphysicochemicalandbiologicalprocessessuggests thatprocessessuchasinfiltration,nitrification,nitrateleachingor organicmatteradsorptionneedtobeevaluatedinordertobetter understandtheammoniaexchangesfollowingslurryapplications. 4.5. SourcesandsinksofNH3inthewheatcanopyandammonia
emissionfactors
As described beforewe canobserve different phases in the evolutionofNH3 flux.Thefirstsevendaysaredominatedbyan
emissionfluxthenthesecondweekischaracterizedbyan alter-nationofemission anddepositionfluxes.Thelastperiodof the experimentationisprincipallyanammoniadepositionphase.
Thefirstphaseisexplainedbyammoniaslurryvolatilization,for thefirstdaydirectlyfromslurrysurfacedeposition,andthenthe principalsourcecomesfromthesoilsurface(Fig.7aandb)andis drivenbyinfiltration,surfacedryingandslurryphysico-chemical properties.Thenthevariationsofthesecondphasedependonthe litterandsoilsources(Fig.7bandc),andprobablydueto physic-ochemical equilibrium withsoil water and organicmatter.The stomatalpathwayisbothsourceandsink,andweassumedit reg-ulatedthecanopyammoniabalance.AsFig.5shows,soilandlitter arethemaindriversoftheammoniaexchangeinthecanopy.
The10.2%emissionfactorcalculatedoverthewhole experimen-talperiod(Table4)isconsistentwiththeresultsof(Bosch-Serra
etal.,2014),(Meadeetal.,2011),or(Martínez-Lagosetal.,2013),
whichreportammonialossesofbetween6%and18%,depending onthesoilandclimateconditions,althoughourammonialosses areinthelowrange(Sintermannetal.,2012).Severalelements areconsistenttosuggestthatnitrogenlossesinourexperimental campaignarelowerthanotherstudies.Firstofall,thetrailinghose forslurryapplicationisatechniqueinducingloweremissionthan withsplashplateapplication(Sintermannetal.,2012),then,the slurryapplicationoccursduringacoldperiodwithalowair tem-perature(averagetemperaturebelow10◦C).Thislowtemperature inducesalowcompensationpointofthenitrogenpool(plantand soil)andsoalowemissionknowingthateachincreaseof5◦Clead toadoublingoftheemissionfluxes(Sommeretal.,2003).Finally, themeasurementcampaigntookplaceonasoilwithlow-tillage inducingasoilstructurethatmaybemorefavorabletoinfiltration
forslurry(noslaking).Thissoilisrelativelycarbonatedand well-drained.Thenetammoniaemissionrateisveryhighduringthefirst 24hwithmorethan50%oflossesandcloseto100%after48h.
5. Conclusions
Theobjective of the articlewas toexamine theorigins and magnitude of theammonia exchangesbetween soil, plant and atmosphereafterslurryapplicationandhowitchangesdayafter day.
Weconcludethattheemissionofthefirstdayapplicationis drivenbyclimaticconditionsandammoniaconcentrationdirectly obtainedatthesoilsurface,withoutsurfaceresistanceandwith onlysoilemissionpotentialaskeyparameter.Thethreenextdays, theprocessesofammoniaemissionfromsoilbehavelikesoil evap-oration,withthegrowthofadry surfacelayerinducingsurface resistanceandregulatedwithslurryinfiltration,suggestingthat thebiologicaland physicochemical processesare minoragainst mechanicaltransferthroughthedrysurfacelayer.Thefollowing phasesneedi/amoredetaileddescriptionofthesoilsurface pro-cessesandii/theintegrationofvegetationexchanges(stomataland cuticlepathways),particularlyinthelastperiod.
Indeed,twoweeksafterslurryapplication,ourexperimentand simulationwithSurfatm–NH3 showthat thisperiod of
alterna-tionbetweenemissionanddepositionfluxesisdrivenbytheplant exchanges,either bythecuticle or bythe stomatalabsorption. Duringthislastperiod,itcanbeobservedthatthechloride con-centrationontheleaves,due tochemicalapplicationofgrowth reducer,continuedtobeveryhigh.Thisspecificcompoundcould explaintheverylowcuticularresistanceexplainingthehighleaf deposition.
Inparallelwiththisinvestigation,concerningthetransferofthe nitrogenbetweenthedifferentpools(soilandplant)afterslurry application,theplantcompartments excludingsenescingleaves hadnoevolutionoftheiremissionpotential,probablydueto nitro-genaccessibilityand/ortotheyoungwheatplantgrowingona soilwithoutnitrogendeficiencyandbeingitselfwithoutnitrogen deficiency.
Futureworksshouldbefocusedon:
• Couplingbetweenbiologicalandphysicochemicalnitrogen pro-cessesinthefirstsoilcentimetersandsurfacedryinginorderto evaluatetheNavailabilityforemission.
• Understandingnitrogenuptakebythegrowingplantdepending onnitrogensoilcontentandsoilproperties.
• Physicochemicalpropertiesofthecuticleinordertobetter under-standcuticledepositionandco-deposition.
Acknowledgements
WegratefullyacknowledgeDominiqueTristandirectorofthe AgroParisTechFarmforlendinghisfield.Thisstudywaspartially supportedbya grantoverseenbytheFrenchNationalResearch Agency(ANR)aspartofthe“Investmentsd’Avenir”Programme (LabExBASC;ANR-11-LABX-0034)andbyEU-FP7ECLAIRE,EU-FP7 INGOS,CASDAR“Volat’NH3,ADEME“inventairesemissions
spatial-isés”,ADEME“caissons”.
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